참고문헌
- 강부식, '자기 조직화 신경망을 이용한 협력적 여과 기법의 웹 개인화 시스템에 대한 연구', 한국지능정보시스템학회논문지, 제9권, 제3호, 2003, pp. 117-135
- 김재경, 서지혜, 안도현, 조윤호, 'A Personalized Recommendation Methodology based on Collaborative Filtering', 한국지능정보시스템학회 논문지, 제8권, 제2호, 2002, pp. 139-157
- 김재경, 안도현, 조윤호, 'Development of a Personalized Recommendation Procedure based on Data Mining Techniques for Internet Shopping malls', 한국지능정보시스템학회논문지, 제9권, 제3호, 2003, pp. 177-191
- 김재경, 안도현, 조윤호, '개인별 상품추천시스템, WebCF PT: 웹 마이닝과 상품계층도를 이용한 협업필터링', 경영정보학연구, 제15권, 제1호, 2005, pp. 63-79
- 김종우, 배세진, 이홍주, '협업 필터링 기반 개인화 추천에서의 평가자료의 희소 정도의 영향', 경영정보학연구, 제14권, 제2호, 2004, pp. 131-149
- 조윤호, 박수경, 안도현, 김재경, '재구성된 제품 계층도를 이용한 협업 추천 방법론 및 그 평가', 한국경영과학회지, 제29권, 제2호, 2004, pp. 59-75
- Adomavicius, G. and A. Tuzhilin, 'Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions', IEEE Transactions on Knowledge and Data Engineering, Vol. 17, No.6, 2005, pp. 734-749 https://doi.org/10.1109/TKDE.2005.99
- Aggarwal, C.C., Z. Sun, and P.S. Yu, 'Online Algorithms for Finding Profile Association Rules', Proceedings of the seventh international conference on Information and knowledge management, 1998, pp. 86-95
- Balabanovic, M. and Y Shohm, 'Fab: Content Based, Collaborative Recommendation', Communications of the ACM, Vol.40, No.3, 1997, pp. 66-72 https://doi.org/10.1145/245108.245124
- Berry, M.J.A. and G. Linoff, Data Mining Techniques: For Marketing, Sales and Customer Support, New York, NY, John Wiley & Sons, 1997
- Cho, Y.H., J.K. Kim, and S.H. Kim, 'A Personalized Recommender System based on Web usage Mining and Decision Tree Induction', Expert Systems with Applications, Vol.23, 2002, pp. 329-342 https://doi.org/10.1016/S0957-4174(02)00052-0
- Cho, Y.H. and J.K. Kim, 'Application of Web usage Mining and Product Taxonomy to Collaborative recommendations in e-commerce', Expert Systems with Applications, Vol.26, 2004, pp. 233-246 https://doi.org/10.1016/S0957-4174(03)00138-6
- Funakoshi, K. and T. Ohguro, 'A Content Based Collaborative Recommender System with Detailed Use of Evaluations', Proceedings of the 4th International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies, 2000, pp. 253-256
- Goldberg, D., D. Nichols, B.M. Oki, and D. Terry, 'Using Collaborative Filtering to Weave an Information Tapestry', Communications of the ACM, Vol.35, No.12, 1992, pp. 61-70
- Iyengar, V. and T. Zhang, 'Empirical Study of Recommender Systems Using Linear Classifiers', Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Apr. 2001, pp. 16-27
- Kim, C.Y., J.K. Lee, Y.H. Cho, and D.H. Kim, 'VISCORS: A Visual Content Recommender for the Mobile Web', IEEE Intelligent Systems, Vol.19, Issue 6, 2004, pp. 32-39
- Kim, D. and B.J. Yum, 'Collaborative Filtering based on Iterative Principal Component Analysis', Expert Systems with Applications, Vol. 28, No.4, 2005, pp. 823-830 https://doi.org/10.1016/j.eswa.2004.12.037
- Kim, J.K., Y.H. Cho, W.J. Kim, J.R. Kim, and J.H. Suh, 'A Personalized Recommendation Procedure for Internet Shopping Support', Electronic Commerce Research and Applications, Vol.1, 2002, pp. 301-313 https://doi.org/10.1016/S1567-4223(02)00022-4
- Kim, K.-S. and I. Han, 'The Cluster-Indexing Method for Case based Reasoning using Selforganizing Maps and Learning Vector Quantization for Bond Rating Cases', Expert Systems with Applications, Vol.21, No.3, 2001, pp. 147-156 https://doi.org/10.1016/S0957-4174(01)00036-7
- Konstan, J., B. Miller, D. Maltz, J. Herlocker, L. Gordon, and J. Riedl, 'GroupLens: Applying Collaborative Filtering to Usenet News', Communications of the ACM, Vol.40, No.3, Mar. 1997, pp. 77-87 https://doi.org/10.1145/245108.245126
- Krulwich, B., 'Lifestyle Finder: Intelligent User Profiling Using Large-Scale Demographic Data', Artificial Intelligence Magazine, Vol. 18, Issue 2, Summer 1997, pp. 37-45
- Lawrence, R., G. Almasi, V. Kotlyar, M. Viveros, and S. Duri, 'Personalization of Supermarket Product Recommendations', Data Mining and Knowledge Discovery, Vol.5, Issue 1-2, Jan.-Apr. 2001, pp. 11-32 https://doi.org/10.1023/A:1009835726774
- Lee, C.H., Y.H. Kim, and P.K. Rhee, 'Web Personalization Expert with Combining Collaborative Filtering and Association Rule Mining Technique', Expert Systems with Applications, Vol. 21, Issue 3, 2001, pp. 131-137 https://doi.org/10.1016/S0957-4174(01)00034-3
- Liu, D.-R. and Y-Y. Shih, 'Integrating AHP and Data Mining for Product Recommendation based on Customer Lifetime Value', Information & Management, Vol.42, No.3, 2005, pp. 387-400 https://doi.org/10.1016/j.im.2004.01.008
- Pazzani, M.J., 'A Framework for Collaborative, Content-based and Demographic Filtering', Artificial Intelligence Review, Vol.13, No. 5-6, 1999, pp. 393-408 https://doi.org/10.1023/A:1006544522159
- Resnick, P., N. Iacovou, M. Suchak, and P. Bergstrom, 'GroupLens: An Open Architecture for Collaborative Filtering of Netnews', Proceedings of the ACM Conference on Computer Supported Cooperative Work, 1994, pp. 175-186
- Roh, T.H., K.J. Oh, and I. Han, 'The Collaborative Filtering Recommendation based on SOM Cluster-Indexing CBR', Expert Systems with Applications, Vol.25, No.3, 2003, pp. 413-423 https://doi.org/10.1016/S0957-4174(03)00067-8
- Sarwar, B., G. Karypis, J. Konstan, and J. Riedl, 'Application of Dimensionality Reduction in Recommender Systems: A Case Study', Proceedings of the WebKDD Workshop at the ACM SIGKKD, 2000
- Schafer, J., J. Konstan, and J. Riedl, 'E-Commerce Recommendation Applications', Journal of Data Mining and Knowledge Discovery, Vol.5, No.1-2, 2001, pp. 115-153 https://doi.org/10.1023/A:1009804230409
- Stegmann, R., M. Koch, M. Lacher, T. Leckner, and V. Renneberg, 'Generating Personalized Recommendations in a Model-Based Product Configurator System', Proceedings of Workshop on Corifiguration held in conjunction with 18th International Joint Conference on Artificial Intelligence (IJCAI-03), Acapulco, Mexico, Aug. 9-15, 2003
- Wang, Y.-F., Y.-L. Chuang, M.-H. Hsu and H.-C. Keh, 'A Personalized Recommender System for the Cosmetic Business', Expert Systems with Applications, Vol.26, No.3, 2004, pp. 427-434 https://doi.org/10.1016/j.eswa.2003.10.001
- Wielenga, D., B. Lucas and J. Georges, Enterprise Miner(TM): Applying Data Mining Techniques Course Note, SAS Institute Inc., Cary, NC, 1999
- Wu, K.-L., C.C. Aggarwal, and P.S. Yu, 'Personalization with dynamic profiler', Proceedings of the Third International Workshop on Advanced Issues of E-commerce and Web-based Information Systems, 2001, pp. 12-20
- Yu, P.S., 'Data Mining and Personalization', Proceedings of the Sixth International Conference on Database Systems for Advanced Applications, April 19-21, 1999, pp. 6-13